| Are Neuromorphic Architectures Inherently Privacy-preserving? An Exploratory Study | Nov 10, 2024 | Evolutionary AlgorithmsPrivacy Preserving | —Unverified | 0 |
| In-Context Learning for Preserving Patient Privacy: A Framework for Synthesizing Realistic Patient Portal Messages | Nov 10, 2024 | De-identificationIn-Context Learning | CodeCode Available | 0 |
| PRISM: Privacy-preserving Inter-Site MRI Harmonization via Disentangled Representation Learning | Nov 10, 2024 | Contrastive LearningPrivacy Preserving | CodeCode Available | 0 |
| TinyML NLP Scheme for Semantic Wireless Sentiment Classification with Privacy Preservation | Nov 9, 2024 | ClassificationFederated Learning | CodeCode Available | 0 |
| A capacity renting framework for shared energy storage considering peer-to-peer energy trading of prosumers with privacy protection | Nov 9, 2024 | energy tradingPrivacy Preserving | —Unverified | 0 |
| Differential Privacy Under Class Imbalance: Methods and Empirical Insights | Nov 8, 2024 | Fraud DetectionPrivacy Preserving | —Unverified | 0 |
| ViT Enhanced Privacy-Preserving Secure Medical Data Sharing and Classification | Nov 8, 2024 | Medical Image AnalysisPrivacy Preserving | —Unverified | 0 |
| EPIC: Enhancing Privacy through Iterative Collaboration | Nov 7, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| DWFL: Enhancing Federated Learning through Dynamic Weighted Averaging | Nov 7, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| FedDP: Privacy-preserving method based on federated learning for histopathology image segmentation | Nov 7, 2024 | Federated LearningImage Segmentation | —Unverified | 0 |
| Differential Privacy Overview and Fundamental Techniques | Nov 7, 2024 | Privacy Preserving | —Unverified | 0 |
| Uncovering Hidden Subspaces in Video Diffusion Models Using Re-Identification | Nov 7, 2024 | Privacy Preserving | —Unverified | 0 |
| Personalized Federated Learning for Cross-view Geo-localization | Nov 7, 2024 | Autonomous VehiclesFederated Learning | —Unverified | 0 |
| Privacy-Preserving Resilient Vector Consensus | Nov 6, 2024 | Privacy Preserving | —Unverified | 0 |
| Towards Resource-Efficient Federated Learning in Industrial IoT for Multivariate Time Series Analysis | Nov 6, 2024 | Anomaly DetectionFederated Learning | —Unverified | 0 |
| Privacy Preserving Mechanisms for Coordinating Airspace Usage in Advanced Air Mobility | Nov 6, 2024 | Privacy Preserving | —Unverified | 0 |
| NeurIPS 2023 Competition: Privacy Preserving Federated Learning Document VQA | Nov 6, 2024 | Federated LearningLanguage Modelling | —Unverified | 0 |
| Privacy-Preserving Graph-Based Machine Learning with Fully Homomorphic Encryption for Collaborative Anti-Money Laundering | Nov 5, 2024 | Computational EfficiencyGraph Neural Network | CodeCode Available | 1 |
| FEDLAD: Federated Evaluation of Deep Leakage Attacks and Defenses | Nov 5, 2024 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| User-wise Perturbations for User Identity Protection in EEG-Based BCIs | Nov 4, 2024 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Pseudo-Probability Unlearning: Towards Efficient and Privacy-Preserving Machine Unlearning | Nov 4, 2024 | Machine UnlearningPrivacy Preserving | —Unverified | 0 |
| A Study of Data Augmentation Techniques to Overcome Data Scarcity in Wound Classification using Deep Learning | Nov 4, 2024 | Data AugmentationPrivacy Preserving | —Unverified | 0 |
| R+R:Understanding Hyperparameter Effects in DP-SGD | Nov 4, 2024 | Privacy Preserving | —Unverified | 0 |
| Differentially private and decentralized randomized power method | Nov 4, 2024 | Privacy PreservingRecommendation Systems | —Unverified | 0 |
| Exploring the Landscape for Generative Sequence Models for Specialized Data Synthesis | Nov 4, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |